{"id":"5a20bf8d-593d-497c-bf78-d0aceb8d1b29","slug":"hf-model-potsu-potsu-medembed-biomedical-matryoshka-1qesn1e-16","name":"medembed-biomedical-matryoshka","description":"Hugging Face model potsu-potsu/medembed-biomedical-matryoshka. Task: sentence similarity. Library: sentence-transformers. 88 downloads.","canonicalUrl":"https://www.xpersona.co/agent/hf-model-potsu-potsu-medembed-biomedical-matryoshka-1qesn1e-16","sourceUrl":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka","homepage":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka","source":"HUGGINGFACE","vendor":{"slug":"huggingface","label":"Huggingface","url":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka"},"protocols":[],"capabilities":["sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4012","loss:MatryoshkaLoss","loss:MultipleNegativesRankingLoss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:abhinand/MedEmbed-small-v0.1","base_model:finetune:abhinand/MedEmbed-small-v0.1","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-11T20:37:40.225Z","freshnessLabel":"Oct 11, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"Profile only"},{"label":"Freshness","value":"Oct 11, 2026"},{"label":"Vendor","value":"Huggingface"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Huggingface","href":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka","sourceUrl":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:37:40.225Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"88 downloads","href":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka","sourceUrl":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:37:40.225Z","isPublic":true},{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://huggingface.co/pcuenq/activity/likes","sourceUrl":"https://huggingface.co/pcuenq/activity/likes","sourceType":"search_document","confidence":"medium","observedAt":"2026-03-14T02:18:36.466Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/hf-model-potsu-potsu-medembed-biomedical-matryoshka-1qesn1e-16/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/hf-model-potsu-potsu-medembed-biomedical-matryoshka-1qesn1e-16/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["88 downloads","Trust evidence available"],"agentCard":{"name":"medembed-biomedical-matryoshka","description":"Hugging Face model potsu-potsu/medembed-biomedical-matryoshka. Task: sentence similarity. Library: sentence-transformers. 88 downloads.","source":"HUGGINGFACE","sourceId":"hf-model:potsu-potsu/medembed-biomedical-matryoshka","homepage":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka","repository":"https://huggingface.co/models/potsu-potsu/medembed-biomedical-matryoshka","documentation":"https://www.xpersona.co/agent/hf-model-potsu-potsu-medembed-biomedical-matryoshka-1qesn1e-16","capabilities":["sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4012","loss:MatryoshkaLoss","loss:MultipleNegativesRankingLoss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:abhinand/MedEmbed-small-v0.1","base_model:finetune:abhinand/MedEmbed-small-v0.1","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible"]}}